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Does financial inclusion index and energy performance index co-move?

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  • Chang, Lei
  • Iqbal, Sajid
  • Chen, Huangen

Abstract

Financing strategies and energy performance have been extensively studied previously, and researchers frequently overlook the co-movements of integration of financial inclusion and energy performance index in the E7 Context. To address this gap, current research estimates the co-movement between the financial inclusion index and sustainable energy performance index to reflect the consequences of the COVID-19 crisis. Our findings show that in E7 economies, China exceeds the other nations in terms of energy performance. With a steady score, Russia is second in the group. Indonesia and Turkey are respectively fourth and fifth, and their total results show excellent prospective performances for sustainability. Mexico and Brazil follow this ranking with bad results and the lowest scores reported in the study results. The study findings are helpful for policy formulation and assessment. The study presented recommendations about financial inclusion and energy management practices in COVID-19 and delivered insights about the energy performance index in E7 economies.

Suggested Citation

  • Chang, Lei & Iqbal, Sajid & Chen, Huangen, 2023. "Does financial inclusion index and energy performance index co-move?," Energy Policy, Elsevier, vol. 174(C).
    • Handle: RePEc:eee:enepol:v:174:y:2023:i:c:s0301421523000071
    DOI: 10.1016/j.enpol.2023.113422
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    1. Gutiérrez-Romero, Roxana & Ahamed, Mostak, 2021. "COVID-19 response needs to broaden financial inclusion to curb the rise in poverty," World Development, Elsevier, vol. 138(C).
    2. Fungáčová, Zuzana & Weill, Laurent, 2015. "Understanding financial inclusion in China," China Economic Review, Elsevier, vol. 34(C), pages 196-206.
    3. Chen, Huangxin & Shi, Yi & Zhao, Xin, 2022. "Investment in renewable energy resources, sustainable financial inclusion and energy efficiency: A case of US economy," Resources Policy, Elsevier, vol. 77(C).
    4. Amankwah-Amoah, Joseph, 2020. "Stepping Up and Stepping Out of COVID-19: New Challenges for Environmental Sustainability Policies in the Global Airline Industry," MPRA Paper 101491, University Library of Munich, Germany.
    5. Zheng, Xiaotian & Zhou, Youcheng & Iqbal, Sajid, 2022. "Working capital management of SMEs in COVID-19: role of managerial personality traits and overconfidence behavior," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 439-451.
    6. Dong, Jiajia & Dou, Yue & Jiang, Qingzhe & Zhao, Jun, 2022. "Can financial inclusion facilitate carbon neutrality in China? The role of energy efficiency," Energy, Elsevier, vol. 251(C).
    7. Zhao, Bingyu & Yang, Wanping, 2020. "Does financial development influence CO2 emissions? A Chinese province-level study," Energy, Elsevier, vol. 200(C).
    8. Peterson K. Ozili, 2021. "Financial inclusion research around the world: A review," Forum for Social Economics, Taylor & Francis Journals, vol. 50(4), pages 457-479, October.
    9. Ratna Sahay & Martin Cihak & Papa M N'Diaye & Adolfo Barajas & Srobona Mitra & Annette J Kyobe & Yen N Mooi & Seyed Reza Yousefi, 2015. "Financial Inclusion; Can it Meet Multiple Macroeconomic Goals?," IMF Staff Discussion Notes 15/17, International Monetary Fund.
    10. Emara, Noha & El Said, Ayah, 2021. "Financial inclusion and economic growth: The role of governance in selected MENA countries," International Review of Economics & Finance, Elsevier, vol. 75(C), pages 34-54.
    11. Ms. Ratna Sahay & Mr. Ulric Eriksson von Allmen & Ms. Amina Lahreche & Purva Khera & Ms. Sumiko Ogawa & Majid Bazarbash & Ms. Kimberly Beaton, 2020. "The Promise of Fintech: Financial Inclusion in the Post COVID-19 Era," IMF Departmental Papers / Policy Papers 2020/009, International Monetary Fund.
    12. Asli Demirguc-Kunt & Leora Klapper, 2013. "Measuring Financial Inclusion: Explaining Variation in Use of Financial Services across and within Countries," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 44(1 (Spring), pages 279-340.
    13. Kim, Dai-Won & Yu, Jung-Suk & Hassan, M. Kabir, 2018. "Financial inclusion and economic growth in OIC countries," Research in International Business and Finance, Elsevier, vol. 43(C), pages 1-14.
    14. David Martínez Turégano & Alicia García Herrero, 2018. "Financial Inclusion, Rather Than Size, Is The Key To Tackling Income Inequality," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 63(01), pages 167-184, March.
    15. Asli Demirguc-Kunt & Leora Klapper, 2013. "Measuring Financial Inclusion: Explaining Variation in Use of Financial Services across and within Countries," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 46(1 (Spring), pages 279-340.
    16. Ms. Ratna Sahay & Mr. Martin Cihak & Mr. Papa M N'Diaye & Mr. Adolfo Barajas & Ms. Srobona Mitra & Ms. Annette J Kyobe & Yen N Mooi & Mr. Seyed Reza Yousefi, 2015. "Financial Inclusion: Can it Meet Multiple Macroeconomic Goals?," IMF Staff Discussion Notes 2015/017, International Monetary Fund.
    17. Khan, Samiha & Murshed, Muntasir & Ozturk, Ilhan & Khudoykulov, Khurshid, 2022. "The roles of energy efficiency improvement, renewable electricity production, and financial inclusion in stimulating environmental sustainability in the Next Eleven countries," Renewable Energy, Elsevier, vol. 193(C), pages 1164-1176.
    18. Ann L. Owen & Javier M. Pereira, 2018. "Bank concentration, competition, and financial inclusion," Review of Development Finance Journal, Chartered Institute of Development Finance, vol. 8(1), pages 1-17.
    19. Md Abdullah Omar & Kazuo Inaba, 2020. "Does financial inclusion reduce poverty and income inequality in developing countries? A panel data analysis," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 9(1), pages 1-25, December.
    20. Yang, Yang & Liu, Zhen & Saydaliev, Hayot Berk & Iqbal, Sajid, 2022. "Economic impact of crude oil supply disruption on social welfare losses and strategic petroleum reserves," Resources Policy, Elsevier, vol. 77(C).
    21. Lingui Qin & Syed Raheem & Muntasir Murshed & Xu Miao & Zeeshan Khan & Dervis Kirikkaleli, 2021. "Does financial inclusion limit carbon dioxide emissions? Analyzing the role of globalization and renewable electricity output," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(6), pages 1138-1154, November.
    22. Yiping Guo & Ahmed Farouk, 2021. "Financial Development and Carbon Emissions: Analyzing the Role of Financial Risk, Renewable Energy Electricity, and Human Capital for China," Discrete Dynamics in Nature and Society, Hindawi, vol. 2021, pages 1-8, July.
    23. Odhiambo, Nicholas M, 2020. "Financial development,income inequality and carbon emissions in Sub-Saharan African countries: A panel data analysis," Working Papers 26645, University of South Africa, Department of Economics.
    24. Huang, Hongyun & Mbanyele, William & Fan, Shuangshuang & Zhao, Xin, 2022. "Digital financial inclusion and energy-environment performance: What can learn from China," Structural Change and Economic Dynamics, Elsevier, vol. 63(C), pages 342-366.
    25. Chakravarty, Satya R. & Pal, Rupayan, 2013. "Financial inclusion in India: An axiomatic approach," Journal of Policy Modeling, Elsevier, vol. 35(5), pages 813-837.
    26. Sajid Iqbal & Ahmad Raza Bilal, 2021. "Energy financing in COVID-19: how public supports can benefit?," China Finance Review International, Emerald Group Publishing Limited, vol. 12(2), pages 219-240, November.
    27. Le, Thai-Ha & Le, Ha-Chi & Taghizadeh-Hesary, Farhad, 2020. "Does financial inclusion impact CO2 emissions? Evidence from Asia," Finance Research Letters, Elsevier, vol. 34(C).
    28. Li, Weiqing & Chien, Fengsheng & Ngo, Quang-Thanh & Nguyen, Tien-Dung & Iqbal, Sajid & Bilal, Ahmad Raza, 2021. "Vertical financial disparity, energy prices and emission reduction: Empirical insights from Pakistan," MPRA Paper 109672, University Library of Munich, Germany.
    29. Linhai Zhao & Hayot Berk Saydaliev & Sajid Iqbal, 2022. "Energy Financing, Covid-19 Repercussions And Climate Change: Implications For Emerging Economies," Climate Change Economics (CCE), World Scientific Publishing Co. Pte. Ltd., vol. 13(03), pages 1-19, August.
    30. Wang, Shuguang & Sun, Luang & Iqbal, Sajid, 2022. "Green financing role on renewable energy dependence and energy transition in E7 economies," Renewable Energy, Elsevier, vol. 200(C), pages 1561-1572.
    31. Li, Weiqing & Chien, Fengsheng & Hsu, Ching-Chi & Zhang, YunQian & Nawaz, Muhammad Atif & Iqbal, Sajid & Mohsin, Muhammad, 2021. "Nexus between energy poverty and energy efficiency: Estimating the long-run dynamics," Resources Policy, Elsevier, vol. 72(C).
    32. Renzhi, Nuobu & Baek, Yong Jun, 2020. "Can financial inclusion be an effective mitigation measure? evidence from panel data analysis of the environmental Kuznets curve," Finance Research Letters, Elsevier, vol. 37(C).
    33. Kabakova, Oksana & Plaksenkov, Evgeny, 2018. "Analysis of factors affecting financial inclusion: Ecosystem view," Journal of Business Research, Elsevier, vol. 89(C), pages 198-205.
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    More about this item

    Keywords

    Financial inclusion index; Energy performance index; Resources management; Inclusiveness; E7;
    All these keywords.

    JEL classification:

    • E7 - Macroeconomics and Monetary Economics - - Macro-Based Behavioral Economics

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